Main Indicators
In order to partition networks into components or clusters, we deploy a community detection technique based on the Lovain Algorithm (Blondel et al., 2008). The Lovain Algorithm is a heuristic method that attempts to optimize the modularity of communities within a network by maximizing within- and minimizing between-community connectivity. We identify the following communities = knowledge bases.
| com | name | dgr_int | dgr |
|---|---|---|---|
| Knowledge Base 1: KB 1 | |||
| 1 | MALIK V.S. PAN A. WILLETT W.C. HU F.B. SUGAR-SWEETENED BEVERAGES AND WEIGHT GAIN IN CHILDREN AND ADULTS: A SYSTEMATIC REVIEW AND META-ANALYSIS (2013) | 1850 | 1850 |
| 1 | VARTANIAN L.R. SCHWARTZ M.B. BROWNELL K.D. EFFECTS OF SOFT DRINK CONSUMPTION ON NUTRITION AND HEALTH: A SYSTEMATIC REVIEW AND META-ANALYSIS (2007) | 1009 | 1009 |
| 1 | COLCHERO M.A. POPKIN B.M. RIVERA J.A. NG S.W. BEVERAGE PURCHASES FROM STORES IN MEXICO UNDER THE EXCISE TAX ON SUGAR SWEETENED BEVERAGES: OBSERVATI… | 1004 | 1007 |
| 1 | POWELL L.M. CHRIQUI J.F. KHAN T. WADA R. CHALOUPKA F.J. ASSESSING THE POTENTIAL EFFECTIVENESS OF FOOD AND BEVERAGE TAXES AND SUBSIDIES FOR IMPROVIN… | 932 | 938 |
| 1 | ANDREYEVA T. LONG M.W. BROWNELL K.D. THE IMPACT OF FOOD PRICES ON CONSUMPTION: A SYSTEMATIC REVIEW OF RESEARCH ON THE PRICE ELASTICITY OF DEMAND FO… | 924 | 924 |
| 1 | POPKIN B.M. HAWKES C. SWEETENING OF THE GLOBAL DIET PARTICULARLY BEVERAGES: PATTERNS TRENDS AND POLICY RESPONSES (2016) | 798 | 798 |
| 1 | COLCHERO M.A. RIVERA-DOMMARCO J. POPKIN B.M. NG S.W. IN MEXICO EVIDENCE OF SUSTAINED CONSUMER RESPONSE TWO YEARS AFTER IMPLEMENTING A SUGAR-SWEETEN… | 648 | 648 |
| 1 | FALBE J. ROJAS N. GRUMMON A.H. MADSEN K.A. HIGHER RETAIL PRICES OF SUGAR-SWEETENED BEVERAGES 3 MONTHS AFTER IMPLEMENTATION OF AN EXCISE TAX IN BERK… | 632 | 632 |
| 1 | FALBE J. THOMPSON H.R. BECKER C.M. ROJAS N. MCCULLOCH C.E. MADSEN K.A. IMPACT OF THE BERKELEY EXCISE TAX ON SUGAR-SWEETENED BEVERAGE CONSUMPTION (2… | 613 | 613 |
| 1 | HU F.B. RESOLVED: THERE IS SUFFICIENT SCIENTIFIC EVIDENCE THAT DECREASING SUGAR-SWEETENED BEVERAGE CONSUMPTION WILL REDUCE THE PREVALENCE OF OBESIT… | 541 | 541 |
| Knowledge Base 2: KB 2 | |||
| 2 | BLINDER A.S. WAGE DISCRIMINATION: REDUCED FORM AND STRUCTURAL ESTIMATES (1973) | 877 | 885 |
| 2 | FIRPO S. FORTIN N.M. LEMIEUX T. UNCONDITIONAL QUANTILE REGRESSIONS (2009) | 758 | 797 |
| 2 | FORTIN N. LEMIEUX T. FIRPO S. DECOMPOSITION METHODS IN ECONOMICS (2011) | 654 | 657 |
| 2 | OAXACA R. MALE-FEMALE WAGE DIFFERENTIALS IN URBAN LABOR MARKETS (1973) | 612 | 622 |
| 2 | GOLDIN C. A GRAND GENDER CONVERGENCE: ITS LAST CHAPTER (2014) | 559 | 770 |
| 2 | HECKMAN J.J. SAMPLE SELECTION BIAS AS A SPECIFICATION ERROR (1979) | 394 | 496 |
| 2 | ARULAMPALAM W. BOOTH A.L. BRYAN M.L. IS THERE A GLASS CEILING OVER EUROPE? EXPLORING THE GENDER PAY GAP ACROSS THE WAGE DISTRIBUTION (2007) | 385 | 388 |
| 2 | CARD D. HEINING J. KLINE P. WORKPLACE HETEROGENEITY AND THE RISE OF WEST GERMAN WAGE INEQUALITY (2013) | 361 | 361 |
| 2 | MACHADO J.A.F. MATA J. COUNTERFACTUAL DECOMPOSITION OF CHANGES IN WAGE DISTRIBUTIONS USING QUANTILE REGRESSION (2005) | 351 | 354 |
| 2 | BLAU F.D. KAHN L.M. THE GENDER WAGE GAP: EXTENT TRENDS AND EXPLANATIONS (2017) | 297 | 309 |
| Knowledge Base 3: KB 3 | |||
| 3 | TOWNSEND P. (1979) | 1324 | 1342 |
| 3 | ALKIRE S. FOSTER J. COUNTING AND MULTIDIMENSIONAL POVERTY MEASUREMENT (2011) | 1297 | 1315 |
| 3 | MACK J. LANSLEY S. (1985) | 713 | 723 |
| 3 | ATKINSON A.B. MULTIDIMENSIONAL DEPRIVATION: CONTRASTING SOCIAL WELFARE AND COUNTING APPROACHES (2003) | 632 | 647 |
| 3 | CERIOLI A. ZANI S. A FUZZY APPROACH TO THE MEASUREMENT OF POVERTY (1990) | 564 | 567 |
| 3 | BOURGUIGNON F. CHAKRAVARTY S.R. THE MEASUREMENT OF MULTIDIMENSIONAL POVERTY (2003) | 502 | 502 |
| 3 | BETTI G. VERMA V. FUZZY MEASURES OF THE INCIDENCE OF RELATIVE POVERTY AND DEPRIVATION: A MULTI-DIMENSIONAL PERSPECTIVE (2008) | 417 | 417 |
| 3 | ALKIRE S. SANTOS M.E. MEASURING ACUTE POVERTY IN THE DEVELOPING WORLD: ROBUSTNESS AND SCOPE OF THE MULTIDIMENSIONAL POVERTY INDEX (2014) | 390 | 390 |
| 3 | RAVALLION M. ON MULTIDIMENSIONAL INDICES OF POVERTY (2011) | 389 | 389 |
| 3 | BRADSHAW J. FINCH N. OVERLAPS IN DIMENSIONS OF POVERTY (2003) | 362 | 365 |
| Knowledge Base 4: KB 4 | |||
| 4 | ESPING-ANDERSEN G. (1990) | 1281 | 1457 |
| 4 | LEWIS J. GENDER AND THE DEVELOPMENT OF WELFARE REGIMES (1992) | 612 | 621 |
| 4 | ESPING-ANDERSEN G. (1999) | 472 | 502 |
| 4 | GORNICK J.C. MEYERS M.K. (2003) | 404 | 480 |
| 4 | KORPI W. FACES OF INEQUALITY: GENDER CLASS AND PATTERNS OF INEQUALITIES IN DIFFERENT TYPES OF WELFARE STATES (2000) | 358 | 385 |
| 4 | ESPING-ANDERSEN G. (2009) | 279 | 307 |
| 4 | BUDIG M.J. ENGLAND P. THE WAGE PENALTY FOR MOTHERHOOD (2001) | 249 | 314 |
| 4 | LEITNER S. VARIETIES OF FAMILIALISM: THE CARING FUNCTION OF THE FAMILY IN COMPARATIVE PERSPECTIVE (2003) | 202 | 202 |
| 4 | HARKNESS S. WALDFOGEL J. THE FAMILY GAP IN PAY: EVIDENCE FROM SEVEN INDUSTRIALIZED COUNTRIES (2003) | 148 | 159 |
| 4 | MANDEL H. WINNERS AND LOSERS: THE CONSEQUENCES OF WELFARE STATE POLICIES FOR GENDER WAGE INEQUALITY (2012) | 143 | 168 |
| Knowledge Base 5: KB 5 | |||
| 5 | MUNDLAK Y. ON THE POOLING OF TIME SERIES AND CROSS SECTION DATA (1978) | 837 | 871 |
| 5 | WOOLDRIDGE J.M. SIMPLE SOLUTIONS TO THE INITIAL CONDITIONS PROBLEM IN DYNAMIC NONLINEAR PANEL DATA MODELS WITH UNOBSERVED HETEROGENEITY (2005) | 520 | 532 |
| 5 | WOOLDRIDGE J.M. (2010) | 291 | 343 |
| 5 | CHAMBERLAIN G. PANEL DATA (1984) | 201 | 204 |
| 5 | HECKMAN J.J. HETEROGENEITY AND STATE DEPENDENCE (1981) | 142 | 142 |
| 5 | HECKMAN J.J. THE INCIDENTAL PARAMETERS PROBLEM AND THE PROBLEM OF INITIAL CONDITIONS IN ESTIMATING A DISCRETE TIME-DISCRETE DATA STOCHASTIC PROCESS… | 141 | 141 |
| 5 | CHAMBERLAIN G. ANALYSIS OF COVARIANCE WITH QUALITATIVE DATA (1980) | 125 | 125 |
| 5 | BIEWEN M. MEASURING STATE DEPENDENCE IN INDIVIDUAL POVERTY HISTORIES WHEN THERE IS FEEDBACK TO EMPLOYMENT STATUS AND HOUSEHOLD COMPOSITION (2009) | 114 | 117 |
| 5 | CHAMBERLAIN G. MULTIVARIATE REGRESSION MODELS FOR PANEL DATA (1982) | 107 | 107 |
| 5 | STEWART M.B. THE INTERRELATED DYNAMICS OF UNEMPLOYMENT AND LOW-WAGE EMPLOYMENT (2007) | 101 | 101 |
| Knowledge Base 6: KB 6 | |||
| 6 | RAWLS J. (1971) | 633 | 690 |
| 6 | CHECCHI D. PERAGINE V. INEQUALITY OF OPPORTUNITY IN ITALY (2010) | 584 | 588 |
| 6 | DWORKIN R. WHAT IS EQUALITY? PART 2: EQUALITY OF RESOURCES (1981) | 486 | 500 |
| 6 | ROEMER J.E. (1998) | 462 | 478 |
| 6 | COHEN G.A. ON THE CURRENCY OF EGALITARIAN JUSTICE (1989) | 437 | 457 |
| 6 | FLEURBAEY M. (2008) | 431 | 444 |
| 6 | DWORKIN R. WHAT IS EQUALITY? PART 1: EQUALITY OF WELFARE (1981) | 390 | 401 |
| 6 | LEFRANC A. PISTOLESI N. TRANNOY A. EQUALITY OF OPPORTUNITY AND LUCK: DEFINITIONS AND TESTABLE CONDITIONS WITH AN APPLICATION TO INCOME IN FRANCE (2… | 360 | 376 |
| 6 | FERREIRA F.H.G. GIGNOUX J. THE MEASUREMENT OF INEQUALITY OF OPPORTUNITY: THEORY AND AN APPLICATION TO LATIN AMERICA (2011) | 356 | 356 |
| 6 | DWORKIN R. (2000) | 285 | 293 |
| Knowledge Base 7: KB 7 | |||
| 7 | FUWA M. MACRO-LEVEL GENDER INEQUALITY AND THE DIVISION OF HOUSEHOLD LABOR IN 22 COUNTRIES (2004) | 396 | 443 |
| 7 | DAVIS S.N. GREENSTEIN T.N. GENDER IDEOLOGY: COMPONENTS PREDICTORS AND CONSEQUENCES (2009) | 259 | 289 |
| 7 | WEST C. ZIMMERMAN D.H. DOING GENDER (1987) | 249 | 285 |
| 7 | BRINES J. ECONOMIC DEPENDENCY GENDER AND THE DIVISION OF LABOR AT HOME (1994) | 225 | 260 |
| 7 | COLTRANE S. RESEARCH ON HOUSEHOLD LABOR: MODELING AND MEASURING THE SOCIAL EMBEDDEDNESS OF ROUTINE FAMILY WORK (2000) | 199 | 235 |
| 7 | BIANCHI S.M. MILKIE M.A. SAYER L.C. ROBINSON J.P. IS ANYONE DOING THE HOUSEWORK? TRENDS IN THE GENDER DIVISION OF HOUSEHOLD LABOR (2000) | 180 | 183 |
| 7 | GREENSTEIN T.N. ECONOMIC DEPENDENCE GENDER AND THE DIVISION OF LABOR IN THE HOME: A REPLICATION AND EXTENSION (2000) | 125 | 131 |
| 7 | AASSVE A. FUOCHI G. MENCARINI L. DESPERATE HOUSEWORK: RELATIVE RESOURCES TIME AVAILABILITY ECONOMIC DEPENDENCY AND GENDER IDEOLOGY ACROSS EUROPE (2… | 121 | 128 |
| 7 | SCHOBER P.S. THE PARENTHOOD EFFECT ON GENDER INEQUALITY: EXPLAINING THE CHANGE IN PAID AND DOMESTIC WORK WHEN BRITISH COUPLES BECOME PARENTS (2013) | 104 | 140 |
| 7 | GUPTA S. AUTONOMY DEPENDENCE OR DISPLAY? THE RELATIONSHIP BETWEEN MARRIED WOMEN’S EARNINGS AND HOUSEWORK (2007) | 99 | 105 |